image-classification
There are 7779 repositories under image-classification topic.
ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
autodistill
Images to inference with no labeling (use foundation models to train supervised models).
ECCV2024-Papers-with-Code
ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
TensorFlow2.0-Examples
🙄 Difficult algorithm, Simple code.
fastdup
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.
fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
VideoPipe
A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
pytorch_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
CoreML-Models
Converted CoreML Model Zoo.
involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
CV-pretrained-model
A collection of computer vision pre-trained models.
private-detector
Bumble's Private Detector - a pretrained model for detecting lewd images
poolformer
PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
Mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
easy-few-shot-learning
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
HRNet-Image-Classification
Train the HRNet model on ImageNet
SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
QuickDraw
Implementation of Quickdraw - an online game developed by Google
xtreme1
Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.
UniFormer
[ICLR2022] official implementation of UniFormer
FasterViT
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
MambaVision
Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
DAT
Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention
caer
High-performance Vision library in Python. Scale your research, not boilerplate.